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Where multicollinear chemical data exists, using professional regression techniques is a technical requirement. Learn how PLS, Lasso, and Ridge regression link physico-chemical properties to degradation rates. This guide provides the structural foundation needed to describe your models accurately and maintain high professional research standards.